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A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

Jupyter Notebook 646 138 Updated Jan 3, 2024

Fault detection and diagnosis for dynamic system based on GAN and independent subspace reconstruction

9 1 Updated Jun 12, 2023

imbalanced fault diagnosis

Python 15 Updated Aug 12, 2020

Paper code for An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-imbalance Bearing Fault Diagnosis Under Variant Working Conditions

Python 17 Updated Sep 11, 2023
Jupyter Notebook 16 9 Updated May 25, 2021

Class-imbalanced Multi-source Information Fusion Transformer-based Neural Networks for Mechanical Fault Diagnosis with Limited Data

43 2 Updated Apr 8, 2024

This repository is for the Few-shot Learning for the fault diagnosis of large industrial equipment.

Python 85 15 Updated Jun 9, 2022

These codes realize data transformation and simple data processing for fault diagnosis.

MATLAB 84 27 Updated Nov 18, 2017